Papers
Logits-Based Block Pruning with Affine Transformations for Large Language Models
Zekun Hu, Yichu Xu, De-Chuan Zhan
LogToP: Logic Tree-of-Program with Table Instruction-tuned LLMs for Controlled Logical Table-to-Text Generation
Yupian Lin, Guangya Yu, Cheng Yuan et al.
Long-Context Long-Form Question Answering for Legal Domain
Anagha Kulkarni, Parin Rajesh Jhaveri, Prasha Shrestha et al.
Look Before You Leap: A Lookahead Reasoning Quality Gate for Speculative Decoding
Hiroaki Kingetsu, Kaoru Yokoo, Kenji Fukumizu et al.
LoResMT 2026 Shared Task System Description
Vladimir Panov
Lost in Activations: A Neuron-level Analysis of Encoders for Cross-Lingual Emotion Detection
Pranaydeep Singh, Orphee De Clercq, Els Lefever
Lost in Formatting: How Output Formats Skew LLM Performance on Information Extraction
Rishi Ravikumar, Nuhu Ibrahim, Riza Batista-Navarro
lrnnx: A library for Linear RNNs
Karan Bania, Soham Kalburgi, Manit Tanwar et al.
LST at MWE-2026 AdMIRe 2: Advancing Multimodal Idiomaticity Representation
Le Qiu, Yu-Yin Hsu, Emmanuele Chersoni
Luth: Efficient French Specialization for Small Language Models and Cross-Lingual Transfer
Maxence Lasbordes, Sinoué Gad
LuxDiagRC: A Diagnostic Reading Comprehension Corpus for Luxembourgish with Linguistic and Cognitive Annotation Layers
Christophe Friezas Gonçalves, Salima Lamsiyah, Christoph Schommer
Maastricht University at AMIYA: Adapting LLMs for Dialectal Arabic using Fine-tuning and MBR Decoding
Abdulhai Alali, Abderrahmane Issam
Machine translation Evaluation Eng-Thai MQM Ranking dataset
Phichet Phuangrot, Natdanai Trintawat, Kanawat Vilasri et al.
Machine Translation for Low-Resource Languages through Monolingual Data and LLM: A Case Study of English-to-Basque
Nam Luu, Aitor Soroa, German Rigau et al.
MADIAVE: Multi-Agent Debate for Implicit Attribute Value Extraction
Wei-Chieh Huang, Cornelia Caragea
MaiBERT: A Pre-training Corpus and Language Model for Low-Resourced Maithili Language
Sumit Yadav, Raju Kumar Yadav, Utsav Maskey et al.
Making Large Language Models Speak Tulu: Structured Prompting for an Extremely Low-Resource Language
Prathamesh Devadiga, Paras Chopra
MALicious INTent Dataset and Inoculating LLMs for Enhanced Disinformation Detection
Arkadiusz Modzelewski, Witold Sosnowski, Eleni Papadopulos et al.
MangaVQA and MangaLMM: A Benchmark and Specialized Model for Multimodal Manga Understanding
Jeonghun Baek, Kazuki Egashira, Shota Onohara et al.
MapAgent: A Hierarchical Agent for Geospatial Reasoning with Dynamic Map Tool Integration
Md Hasebul Hasan, Mahir Labib Dihan, Tanzima Hashem et al.
MapCoder-Lite: Distilling Multi-Agent Coding into a Single Small LLM
Woongkyu Lee, Junhee Cho, Jungwook Choi
Mapping the Course for Prompt-based Structured Prediction
Matt Pauk, Maria Leonor Pacheco
MAPRO: Recasting Multi-Agent Prompt Optimization as Maximum a Posteriori Inference
Zheyuan Zhang, Lin Ge, Hongjiang Li et al.